FINDING #5584 · UNIT ID 1153483156
XMUDeepLIT/Awesome-Self-Evolving-Agents
A Survey of Self-Evolving Agents | A curated list of resources (surveys, papers, benchmarks, and opensource projects) on Self-Evolving Agents.
SURPRISE SCORE
0.00
Score Breakdown
SCORE = SURPRISE × ENGAGEMENT^0.7 × FRESHNESS × VISIBILITY × CONFIDENCE
SURPRISE = WINDOW STARS / DAYS / (AUDIENCE + FLOOR)
71% OF STARS IN ARCHIVE
[BOT] SUSPECTED STAR BOT — SCORE PENALIZED. SIGNATURES:
S2 · NO EXTERNAL ISSUE/PR AUTHORS DESPITE 100+ STARS
S5 · PREDATES WINDOW, YET HALF+ OF ALL ITS STARS LANDED IN IT
Growth Telemetry
VELOCITY /D
2.58
ACCEL
+0.00
RETENTION
25.7%
PEAK 2026-06-03 · FORK-RETENTION 0.0% · 232 STARS / WINDOW
Author Audience
AUDIENCE
472
FOLLOWERS
77
OWNER ★
1,588
Engagement Signals
FORKS
19
ISSUE AUTH
0
PR AUTH
0
UNIQUE STARGAZERS 232 / 232 (DIVERSITY 1.00)
Why This Is A Finding
XMUDeepLIT/Awesome-Self-Evolving-Agents собрал 232 звёзд за окно, тогда как у автора всего 77 подписчиков — эффективная аудитория ≈ 472. Это даёт surprise-индекс 0.00504 (звёзды относительно охвата автора, а не в абсолюте). Удержание форков 0.0% и 0 внешних контрибьюторов отделяют реальный инструмент от разовой вспышки. Акселерация положительная — рост ещё не выдохся.
Related Findings
RANKS ABOVE 12% OF 6380 FINDINGS
METRICS IN CONTEXT
MEDIAN ACROSS ALL 6380 FINDINGS · Δ vs MEDIAN · PERCENTILE = SHARE RANKED BELOW
METRICVALUEMEDIANΔ MEDPERCENTILE
SCORE0.000.00-0.00ABOVE 12%
VELOCITY2.583.99-1.42ABOVE 31%
RETENTION25.7%17.1%+8.6 PPABOVE 69%
FORKS1990-70ABOVE 11%
SURPRISE0.010.01-0.01ABOVE 31%